# Graph Report - /var/www/formal_import  (2026-05-03)

## Corpus Check
- Corpus is ~237 words - fits in a single context window. You may not need a graph.

## Summary
- 22 nodes · 32 edges · 4 communities detected
- Extraction: 56% EXTRACTED · 44% INFERRED · 0% AMBIGUOUS · INFERRED: 14 edges (avg confidence: 0.84)
- Token cost: 22,000 input · 800 output

## Community Hubs (Navigation)
- [[_COMMUNITY_Graphify Tooling|Graphify Tooling]]
- [[_COMMUNITY_Integração Figma|Integração Figma]]
- [[_COMMUNITY_Pipeline de Importação|Pipeline de Importação]]
- [[_COMMUNITY_Conceitos de Design|Conceitos de Design]]

## God Nodes (most connected - your core abstractions)
1. `graphify` - 7 edges
2. `Extração` - 6 edges
3. `formal_import` - 5 edges
4. `layout.fig` - 4 edges
5. `Pipeline previsto` - 4 edges
6. `Mapeamento` - 4 edges
7. `Nó Figma` - 4 edges
8. `layout_figma/` - 3 edges
9. `credenciais_figma` - 3 edges
10. `Importação` - 3 edges

## Surprising Connections (you probably didn't know these)
- `Graphify` --semantically_similar_to--> `graphify`  [INFERRED] [semantically similar]
  README.md → CLAUDE.md

## Hyperedges (group relationships)
- **Pipeline de importação Figma** — readme_extracao, readme_mapeamento, readme_importacao, readme_validacao [EXTRACTED 1.00]
- **Ativos Figma do projeto** — readme_layout_figma_dir, readme_layout_fig, readme_credenciais_figma, readme_figma_api [INFERRED 0.85]
- **Conceitos-chave de design** — readme_no_figma, readme_variant, readme_token_design [EXTRACTED 1.00]

## Communities (4 total, 0 thin omitted)

### Community 0 - "Graphify Tooling"
Cohesion: 0.25
Nodes (8): GRAPH_REPORT.md, graphify, graphify explain, graphify path, graphify query, graphify update, wiki/index.md, Graphify

### Community 1 - "Integração Figma"
Cohesion: 0.52
Nodes (7): credenciais_figma, Extração, API Figma, Figma MCP server, formal_import, layout.fig, layout_figma/

### Community 2 - "Pipeline de Importação"
Cohesion: 0.83
Nodes (4): Importação, Mapeamento, Pipeline previsto, Validação

### Community 3 - "Conceitos de Design"
Cohesion: 1.0
Nodes (3): Nó Figma, Token de design, Variant

## Knowledge Gaps
- **6 isolated node(s):** `GRAPH_REPORT.md`, `wiki/index.md`, `graphify query`, `graphify path`, `graphify explain` (+1 more)
  These have ≤1 connection - possible missing edges or undocumented components.

## Suggested Questions
_Questions this graph is uniquely positioned to answer:_

- **Why does `formal_import` connect `Integração Figma` to `Graphify Tooling`?**
  _High betweenness centrality (0.512) - this node is a cross-community bridge._
- **Why does `Graphify` connect `Graphify Tooling` to `Integração Figma`?**
  _High betweenness centrality (0.467) - this node is a cross-community bridge._
- **Are the 2 inferred relationships involving `Extração` (e.g. with `Mapeamento` and `Figma MCP server`) actually correct?**
  _`Extração` has 2 INFERRED edges - model-reasoned connections that need verification._
- **Are the 2 inferred relationships involving `layout.fig` (e.g. with `layout_figma/` and `Validação`) actually correct?**
  _`layout.fig` has 2 INFERRED edges - model-reasoned connections that need verification._
- **What connects `GRAPH_REPORT.md`, `wiki/index.md`, `graphify query` to the rest of the system?**
  _6 weakly-connected nodes found - possible documentation gaps or missing edges._